Dataset info
| Number of variables | 66 |
|---|---|
| Number of observations | 4137 |
| Missing cells | 3333 (< 0.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 528.0 B |
Variables types
| Numeric | 32 |
|---|---|
| Categorical | 3 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 1 |
| Rejected | 29 |
| Unsupported | 0 |
Warnings
X1 is highly skewed (γ1 = -63.695) | Skewed |
X10 is highly skewed (γ1 = 51.737) | Skewed |
X11 is highly correlated with X1 (ρ = 0.99995) | Rejected |
X12 is highly skewed (γ1 = 53.462) | Skewed |
X13 is highly skewed (γ1 = 61.29) | Skewed |
X14 is highly correlated with X11 (ρ = 0.99997) | Rejected |
X15 is highly skewed (γ1 = -60.189) | Skewed |
X16 is highly correlated with X12 (ρ = 0.92099) | Rejected |
X17 is highly skewed (γ1 = 47.998) | Skewed |
X18 is highly correlated with X14 (ρ = 0.9931) | Rejected |
X19 is highly skewed (γ1 = -39.052) | Skewed |
X2 is highly skewed (γ1 = 37.441) | Skewed |
X20 has 188 (< 0.1%) zeros | Zeros |
X21 has 75 (< 0.1%) missing values | Missing |
X22 is highly correlated with X18 (ρ = 0.99033) | Rejected |
X23 is highly correlated with X19 (ρ = 0.99993) | Rejected |
X24 is highly skewed (γ1 = -33.738) | Skewed |
X24 has 95 (< 0.1%) missing values | Missing |
X25 is highly correlated with X10 (ρ = 0.99308) | Rejected |
X26 is highly correlated with X16 (ρ = 0.99997) | Rejected |
X27 is highly skewed (γ1 = 30.597) | Skewed |
X27 has 275 (6.6%) zeros | Zeros |
X27 has 281 (6.8%) missing values | Missing |
X28 is highly skewed (γ1 = 55.222) | Skewed |
X28 has 80 (< 0.1%) missing values | Missing |
X3 is highly skewed (γ1 = -34.267) | Skewed |
X30 is highly skewed (γ1 = 45.148) | Skewed |
X31 is highly correlated with X23 (ρ = 0.98601) | Rejected |
X32 is highly skewed (γ1 = 50.064) | Skewed |
X33 is highly correlated with X26 (ρ = 0.97216) | Rejected |
X34 is highly correlated with X33 (ρ = 0.98197) | Rejected |
X35 is highly correlated with X22 (ρ = 0.99986) | Rejected |
X36 is highly correlated with X25 (ρ = 0.90351) | Rejected |
X37 is highly skewed (γ1 = 33.931) | Skewed |
X37 has 1794 (43.4%) missing values | Missing |
X38 is highly correlated with X36 (ρ = 0.92668) | Rejected |
X39 is highly skewed (γ1 = -46.643) | Skewed |
X4 is highly correlated with X34 (ρ = 0.97792) | Rejected |
X40 is highly correlated with X4 (ρ = 0.99722) | Rejected |
X41 is highly skewed (γ1 = 20.221) | Skewed |
X41 has 58 (< 0.1%) missing values | Missing |
X42 is highly skewed (γ1 = -36.224) | Skewed |
X42 has 380 (9.2%) zeros | Zeros |
X44 is highly skewed (γ1 = 36.488) | Skewed |
X45 is highly skewed (γ1 = 62.836) | Skewed |
X45 has 188 (< 0.1%) missing values | Missing |
X46 is highly correlated with X40 (ρ = 0.99719) | Rejected |
X47 is highly skewed (γ1 = 63.371) | Skewed |
X47 has 185 (< 0.1%) zeros | Zeros |
X48 is highly correlated with X35 (ρ = 0.99924) | Rejected |
X49 is highly correlated with X42 (ρ = 0.97398) | Rejected |
X50 is highly correlated with X46 (ρ = 0.99548) | Rejected |
X51 is highly skewed (γ1 = 46.833) | Skewed |
X52 is highly skewed (γ1 = 45.602) | Skewed |
X53 is highly skewed (γ1 = 50.769) | Skewed |
X53 has 80 (< 0.1%) missing values | Missing |
X54 is highly correlated with X53 (ρ = 0.96413) | Rejected |
X56 is highly correlated with X39 (ρ = 0.94428) | Rejected |
X57 is highly skewed (γ1 = -52.274) | Skewed |
X57 has 67 (< 0.1%) zeros | Zeros |
X58 is highly skewed (γ1 = 32.083) | Skewed |
X59 is highly skewed (γ1 = 20.364) | Skewed |
X59 has 1793 (43.3%) zeros | Zeros |
X6 is highly correlated with X24 (ρ = 0.97733) | Rejected |
X60 is highly correlated with X45 (ρ = 0.99997) | Rejected |
X61 is highly skewed (γ1 = 23.25) | Skewed |
X62 is highly correlated with X30 (ρ = 0.95303) | Rejected |
X63 is highly correlated with X50 (ρ = 0.96622) | Rejected |
X64 is highly correlated with X54 (ρ = 0.95401) | Rejected |
X7 is highly correlated with X48 (ρ = 0.99674) | Rejected |
X8 is highly correlated with X50 (ρ = 0.9092) | Rejected |
ID
Categorical, Unique
| First 5 values |
|---|
| A1 |
| A100 |
| A1000 |
| A1001 |
| A1005 |
| Last 5 values |
|---|
| A994 |
| A996 |
| A997 |
| A998 |
| A999 |
First 5 values
| Value | Count | Frequency (%) | |
| A1 | 1 | < 0.1% | |
| A100 | 1 | < 0.1% | |
| A1000 | 1 | < 0.1% | |
| A1001 | 1 | < 0.1% | |
| A1005 | 1 | < 0.1% |
Last 5 values
| Value | Count | Frequency (%) | |
| A999 | 1 | < 0.1% | |
| A998 | 1 | < 0.1% | |
| A997 | 1 | < 0.1% | |
| A996 | 1 | < 0.1% | |
| A994 | 1 | < 0.1% |
TARGET
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 287 |
| Value | Count | Frequency (%) | |
| 0 | 3850 | 93.1% | |
| 1 | 287 | 6.9% |
X1
Numeric
| Distinct count | 3980 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.075833 |
|---|---|
| Minimum | -463.89 |
| Maximum | 2.3523 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -463.89 |
|---|---|
| 5-th percentile | -0.20781 |
| Q1 | 0.0039733 |
| Median | 0.046747 |
| Q3 | 0.11616 |
| 95-th percentile | 0.29526 |
| Maximum | 2.3523 |
| Range | 466.24 |
| Interquartile range | 0.11218 |
Descriptive statistics
| Standard deviation | 7.2389 |
|---|---|
| Coef of variation | -95.459 |
| Kurtosis | 4080.7 |
| Mean | -0.075833 |
| MAD | 0.29588 |
| Skewness | -63.695 |
| Sum | -313.49 |
| Variance | 52.402 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 29 | < 0.1% | |
| 0.000266 | 3 | < 0.1% | |
| 0.14715 | 3 | < 0.1% | |
| 0.10292 | 3 | < 0.1% | |
| 0.12012 | 3 | < 0.1% | |
| 0.15355 | 3 | < 0.1% | |
| 0.22288 | 3 | < 0.1% | |
| 0.5279 | 2 | < 0.1% | |
| 0.039711 | 2 | < 0.1% | |
| 0.1476 | 2 | < 0.1% | |
| Other values (3969) | 4081 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -463.89 | 1 | < 0.1% | |
| -32.052 | 1 | < 0.1% | |
| -10.292 | 1 | < 0.1% | |
| -10.083 | 1 | < 0.1% | |
| -3.0463 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.3523 | 1 | < 0.1% | |
| 1.7939 | 1 | < 0.1% | |
| 1.5906 | 1 | < 0.1% | |
| 1.2677 | 1 | < 0.1% | |
| 1.1837 | 1 | < 0.1% |
X10
Numeric
| Distinct count | 3979 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.49984 |
|---|---|
| Minimum | -71.444 |
| Maximum | 266.86 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -71.444 |
|---|---|
| 5-th percentile | -0.027681 |
| Q1 | 0.3191 |
| Median | 0.52277 |
| Q3 | 0.72118 |
| 95-th percentile | 0.90506 |
| Maximum | 266.86 |
| Range | 338.3 |
| Interquartile range | 0.40209 |
Descriptive statistics
| Standard deviation | 4.4168 |
|---|---|
| Coef of variation | 8.8364 |
| Kurtosis | 3222.2 |
| Mean | 0.49984 |
| MAD | 0.37112 |
| Skewness | 51.737 |
| Sum | 2066.3 |
| Variance | 19.508 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 0.42285 | 3 | < 0.1% | |
| 0.84157 | 3 | < 0.1% | |
| 0.71667 | 3 | < 0.1% | |
| 0.82798 | 3 | < 0.1% | |
| 0.53744 | 3 | < 0.1% | |
| 0.65343 | 2 | < 0.1% | |
| 0.49231 | 2 | < 0.1% | |
| 0.62266 | 2 | < 0.1% | |
| 0.81942 | 2 | < 0.1% | |
| Other values (3968) | 4107 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -71.444 | 1 | < 0.1% | |
| -45.027 | 1 | < 0.1% | |
| -24.64 | 1 | < 0.1% | |
| -18.085 | 1 | < 0.1% | |
| -7.457 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 266.86 | 1 | < 0.1% | |
| 21.653 | 1 | < 0.1% | |
| 6.1142 | 1 | < 0.1% | |
| 4.1294 | 1 | < 0.1% | |
| 1 | 4 | < 0.1% |
X11
Highly correlated
This variable is highly correlated with X1 and should be ignored for analysis
| Correlation | 0.99995 |
|---|
X12
Numeric
| Distinct count | 4019 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 16 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.321 |
|---|---|
| Minimum | -96.239 |
| Maximum | 2470.3 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -96.239 |
|---|---|
| 5-th percentile | -0.45207 |
| Q1 | 0.018159 |
| Median | 0.17037 |
| Q3 | 0.5455 |
| 95-th percentile | 2.3296 |
| Maximum | 2470.3 |
| Range | 2566.5 |
| Interquartile range | 0.52734 |
Descriptive statistics
| Standard deviation | 41.908 |
|---|---|
| Coef of variation | 31.724 |
| Kurtosis | 3020.7 |
| Mean | 1.321 |
| MAD | 2.2133 |
| Skewness | 53.462 |
| Sum | 5444 |
| Variance | 1756.3 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0.20614 | 3 | < 0.1% | |
| 0.46496 | 3 | < 0.1% | |
| 0.33264 | 3 | < 0.1% | |
| 0.2219 | 2 | < 0.1% | |
| 0.003482 | 2 | < 0.1% | |
| 0.66538 | 2 | < 0.1% | |
| 3.7427 | 2 | < 0.1% | |
| 0.10143 | 2 | < 0.1% | |
| 0.049477 | 2 | < 0.1% | |
| 0.28001 | 2 | < 0.1% | |
| Other values (4008) | 4098 | > 99.9% | |
| (Missing) | 16 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -96.239 | 1 | < 0.1% | |
| -86.622 | 1 | < 0.1% | |
| -29.66 | 1 | < 0.1% | |
| -10.12 | 1 | < 0.1% | |
| -9.8286 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2470.3 | 1 | < 0.1% | |
| 1050.5 | 1 | < 0.1% | |
| 60.417 | 1 | < 0.1% | |
| 49.903 | 1 | < 0.1% | |
| 31.65 | 1 | < 0.1% |
X13
Numeric
| Distinct count | 4003 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.45507 |
|---|---|
| Minimum | -310.34 |
| Maximum | 2340.2 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -310.34 |
|---|---|
| 5-th percentile | -0.14533 |
| Q1 | 0.024263 |
| Median | 0.068294 |
| Q3 | 0.13542 |
| 95-th percentile | 0.29407 |
| Maximum | 2340.2 |
| Range | 2650.5 |
| Interquartile range | 0.11116 |
Descriptive statistics
| Standard deviation | 36.935 |
|---|---|
| Coef of variation | 81.164 |
| Kurtosis | 3897.6 |
| Mean | 0.45507 |
| MAD | 1.1756 |
| Skewness | 61.29 |
| Sum | 1882.6 |
| Variance | 1364.2 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 6 | < 0.1% | |
| 0.10967 | 3 | < 0.1% | |
| 0.12264 | 3 | < 0.1% | |
| 0.085459 | 3 | < 0.1% | |
| 0.12828 | 2 | < 0.1% | |
| 0.10894 | 2 | < 0.1% | |
| 0.071989 | 2 | < 0.1% | |
| 0.068378 | 2 | < 0.1% | |
| 0.15759 | 2 | < 0.1% | |
| 0.027076 | 2 | < 0.1% | |
| Other values (3993) | 4110 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -310.34 | 1 | < 0.1% | |
| -212.48 | 1 | < 0.1% | |
| -118.93 | 1 | < 0.1% | |
| -77.27 | 1 | < 0.1% | |
| -45.694 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2340.2 | 1 | < 0.1% | |
| 25.469 | 1 | < 0.1% | |
| 19.296 | 1 | < 0.1% | |
| 4.8532 | 1 | < 0.1% | |
| 4.2608 | 1 | < 0.1% |
X14
Highly correlated
This variable is highly correlated with X11 and should be ignored for analysis
| Correlation | 0.99997 |
|---|
X15
Numeric
| Distinct count | 4025 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 6 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 124.62 |
|---|---|
| Minimum | -9.6324e+06 |
| Maximum | 1.3417e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -9.6324e+06 |
|---|---|
| 5-th percentile | -3791.9 |
| Q1 | 242.8 |
| Median | 860.23 |
| Q3 | 2273.9 |
| 95-th percentile | 8720.2 |
| Maximum | 1.3417e+06 |
| Range | 1.0974e+07 |
| Interquartile range | 2031.2 |
Descriptive statistics
| Standard deviation | 1.5304e+05 |
|---|---|
| Coef of variation | 1228.1 |
| Kurtosis | 3804.6 |
| Mean | 124.62 |
| MAD | 6899.7 |
| Skewness | -60.189 |
| Sum | 5.1479e+05 |
| Variance | 2.342e+10 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7 | < 0.1% | |
| 1696.8 | 3 | < 0.1% | |
| 2069.4 | 3 | < 0.1% | |
| 589.77 | 3 | < 0.1% | |
| 568.56 | 2 | < 0.1% | |
| 2696.3 | 2 | < 0.1% | |
| 928.73 | 2 | < 0.1% | |
| -1273.6 | 2 | < 0.1% | |
| 380.1 | 2 | < 0.1% | |
| 3092.4 | 2 | < 0.1% | |
| Other values (4014) | 4103 | > 99.9% | |
| (Missing) | 6 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -9.6324e+06 | 1 | < 0.1% | |
| -4.6677e+05 | 1 | < 0.1% | |
| -2.1791e+05 | 1 | < 0.1% | |
| -1.5201e+05 | 1 | < 0.1% | |
| -1.0674e+05 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.3417e+06 | 1 | < 0.1% | |
| 7.9193e+05 | 1 | < 0.1% | |
| 6.2421e+05 | 1 | < 0.1% | |
| 4.8839e+05 | 1 | < 0.1% | |
| 2.8604e+05 | 1 | < 0.1% |
X16
Highly correlated
This variable is highly correlated with X12 and should be ignored for analysis
| Correlation | 0.92099 |
|---|
X17
Numeric
| Distinct count | 3895 |
|---|---|
| Unique (%) | 94.2% |
| Missing (%) | < 0.1% |
| Missing (n) | 13 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.6782 |
|---|---|
| Minimum | 0 |
| Maximum | 6869.5 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.98433 |
| Q1 | 1.5096 |
| Median | 2.2169 |
| Q3 | 3.9161 |
| 95-th percentile | 12.202 |
| Maximum | 6869.5 |
| Range | 6869.5 |
| Interquartile range | 2.4065 |
Descriptive statistics
| Standard deviation | 121.59 |
|---|---|
| Coef of variation | 15.836 |
| Kurtosis | 2555.9 |
| Mean | 7.6782 |
| MAD | 9.2878 |
| Skewness | 47.998 |
| Sum | 31665 |
| Variance | 14785 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 1.3363 | 4 | < 0.1% | |
| 1.5508 | 3 | < 0.1% | |
| 2.6501 | 3 | < 0.1% | |
| 1.5152 | 3 | < 0.1% | |
| 1.5955 | 3 | < 0.1% | |
| 1.9697 | 3 | < 0.1% | |
| 1.1828 | 3 | < 0.1% | |
| 1.7327 | 3 | < 0.1% | |
| 1.1 | 3 | < 0.1% | |
| 1.7895 | 2 | < 0.1% | |
| Other values (3884) | 4094 | > 99.9% | |
| (Missing) | 13 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.006359 | 1 | < 0.1% | |
| 0.013809 | 1 | < 0.1% | |
| 0.021726 | 1 | < 0.1% | |
| 0.039002 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6869.5 | 1 | < 0.1% | |
| 2923 | 1 | < 0.1% | |
| 1923.7 | 1 | < 0.1% | |
| 630.58 | 1 | < 0.1% | |
| 581.55 | 1 | < 0.1% |
X18
Highly correlated
This variable is highly correlated with X14 and should be ignored for analysis
| Correlation | 0.9931 |
|---|
X19
Numeric
| Distinct count | 4007 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.16058 |
|---|---|
| Minimum | -310.8 |
| Maximum | 25.342 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -310.8 |
|---|---|
| 5-th percentile | -0.18023 |
| Q1 | 0.004499 |
| Median | 0.035531 |
| Q3 | 0.08853 |
| 95-th percentile | 0.21521 |
| Maximum | 25.342 |
| Range | 336.14 |
| Interquartile range | 0.084031 |
Descriptive statistics
| Standard deviation | 6.3902 |
|---|---|
| Coef of variation | -39.795 |
| Kurtosis | 1688.6 |
| Mean | -0.16058 |
| MAD | 0.4492 |
| Skewness | -39.052 |
| Sum | -664.3 |
| Variance | 40.835 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 7 | < 0.1% | |
| 0.037793 | 3 | < 0.1% | |
| 0.1081 | 3 | < 0.1% | |
| 0.030978 | 2 | < 0.1% | |
| 0.08853 | 2 | < 0.1% | |
| 0.016271 | 2 | < 0.1% | |
| 0.010298 | 2 | < 0.1% | |
| 0.047157 | 2 | < 0.1% | |
| 0.081992 | 2 | < 0.1% | |
| 0.15578 | 2 | < 0.1% | |
| Other values (3997) | 4110 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -310.8 | 1 | < 0.1% | |
| -213.76 | 1 | < 0.1% | |
| -118.93 | 1 | < 0.1% | |
| -84.308 | 1 | < 0.1% | |
| -46.393 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25.342 | 1 | < 0.1% | |
| 18.075 | 1 | < 0.1% | |
| 4.5111 | 1 | < 0.1% | |
| 4.2608 | 1 | < 0.1% | |
| 3.88 | 1 | < 0.1% |
X2
Numeric
| Distinct count | 3976 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.54595 |
|---|---|
| Minimum | 0 |
| Maximum | 72.416 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.080036 |
| Q1 | 0.25382 |
| Median | 0.44917 |
| Q3 | 0.66166 |
| 95-th percentile | 1.0092 |
| Maximum | 72.416 |
| Range | 72.416 |
| Interquartile range | 0.40784 |
Descriptive statistics
| Standard deviation | 1.4631 |
|---|---|
| Coef of variation | 2.6799 |
| Kurtosis | 1656.3 |
| Mean | 0.54595 |
| MAD | 0.30809 |
| Skewness | 37.441 |
| Sum | 2256.9 |
| Variance | 2.1405 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 11 | < 0.1% | |
| 0.28333 | 3 | < 0.1% | |
| 0.40203 | 3 | < 0.1% | |
| 0.17202 | 3 | < 0.1% | |
| 0.57715 | 3 | < 0.1% | |
| 0.65998 | 3 | < 0.1% | |
| 0.5263 | 2 | < 0.1% | |
| 0.019958 | 2 | < 0.1% | |
| 0.27805 | 2 | < 0.1% | |
| 0.14972 | 2 | < 0.1% | |
| Other values (3965) | 4100 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 11 | < 0.1% | |
| 0.000146 | 1 | < 0.1% | |
| 0.000342 | 1 | < 0.1% | |
| 0.00052 | 1 | < 0.1% | |
| 0.001586 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72.416 | 1 | < 0.1% | |
| 46.027 | 1 | < 0.1% | |
| 25.64 | 1 | < 0.1% | |
| 8.457 | 1 | < 0.1% | |
| 8.4419 | 1 | < 0.1% |
X20
Numeric
| Distinct count | 3825 |
|---|---|
| Unique (%) | 92.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 54.088 |
|---|---|
| Minimum | -29.34 |
| Maximum | 2245.2 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -29.34 |
|---|---|
| 5-th percentile | 0.17568 |
| Q1 | 18.41 |
| Median | 38.361 |
| Q3 | 67.555 |
| 95-th percentile | 147.76 |
| Maximum | 2245.2 |
| Range | 2274.5 |
| Interquartile range | 49.145 |
Descriptive statistics
| Standard deviation | 83.001 |
|---|---|
| Coef of variation | 1.5346 |
| Kurtosis | 286.11 |
| Mean | 54.088 |
| MAD | 38.535 |
| Skewness | 13.419 |
| Sum | 2.2376e+05 |
| Variance | 6889.2 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 188 | < 0.1% | |
| 16.639 | 3 | < 0.1% | |
| 114.58 | 3 | < 0.1% | |
| 28.298 | 2 | < 0.1% | |
| 27.966 | 2 | < 0.1% | |
| 185.8 | 2 | < 0.1% | |
| 45.632 | 2 | < 0.1% | |
| 109.32 | 2 | < 0.1% | |
| 15.208 | 2 | < 0.1% | |
| 54.52 | 2 | < 0.1% | |
| Other values (3815) | 3929 | 95.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -29.34 | 1 | < 0.1% | |
| 0 | 188 | < 0.1% | |
| 7.6e-05 | 1 | < 0.1% | |
| 0.014752 | 1 | < 0.1% | |
| 0.014882 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2245.2 | 1 | < 0.1% | |
| 2065.3 | 1 | < 0.1% | |
| 1679.8 | 1 | < 0.1% | |
| 1643.5 | 1 | < 0.1% | |
| 1330.5 | 1 | < 0.1% |
X21
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 75 |
| >100% | |
|---|---|
| 90%-100% | 545 |
| <75% | 267 |
| Other values (2) | 305 |
| Value | Count | Frequency (%) | |
| >100% | 2945 | 71.2% | |
| 90%-100% | 545 | 13.2% | |
| <75% | 267 | 6.5% | |
| 80%-90% | 238 | 5.8% | |
| 75%-80% | 67 | < 0.1% | |
| (Missing) | 75 | < 0.1% |
| Max length | 8 |
|---|---|
| Mean length | 5.4419 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
X22
Highly correlated
This variable is highly correlated with X18 and should be ignored for analysis
| Correlation | 0.99033 |
|---|
X23
Highly correlated
This variable is highly correlated with X19 and should be ignored for analysis
| Correlation | 0.99993 |
|---|
X24
Numeric
| Distinct count | 3929 |
|---|---|
| Unique (%) | 95.0% |
| Missing (%) | < 0.1% |
| Missing (n) | 95 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.089205 |
|---|---|
| Minimum | -463.89 |
| Maximum | 252.34 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -463.89 |
|---|---|
| 5-th percentile | -0.41489 |
| Q1 | 0.02374 |
| Median | 0.16779 |
| Q3 | 0.35813 |
| 95-th percentile | 0.826 |
| Maximum | 252.34 |
| Range | 716.23 |
| Interquartile range | 0.33439 |
Descriptive statistics
| Standard deviation | 8.5672 |
|---|---|
| Coef of variation | 96.04 |
| Kurtosis | 2325.4 |
| Mean | 0.089205 |
| MAD | 0.50923 |
| Skewness | -33.738 |
| Sum | 360.57 |
| Variance | 73.397 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 14 | < 0.1% | |
| 0.13451 | 3 | < 0.1% | |
| 0.20734 | 3 | < 0.1% | |
| 1.0894 | 2 | < 0.1% | |
| 0.67229 | 2 | < 0.1% | |
| 1.1577 | 2 | < 0.1% | |
| -0.002994 | 2 | < 0.1% | |
| 0.26885 | 2 | < 0.1% | |
| 0.36902 | 2 | < 0.1% | |
| 0.20437 | 2 | < 0.1% | |
| Other values (3918) | 4008 | > 99.9% | |
| (Missing) | 95 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -463.89 | 1 | < 0.1% | |
| -121.52 | 1 | < 0.1% | |
| -32.09 | 1 | < 0.1% | |
| -24.978 | 1 | < 0.1% | |
| -18.377 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 252.34 | 1 | < 0.1% | |
| 5.6724 | 1 | < 0.1% | |
| 4.374 | 1 | < 0.1% | |
| 4.2439 | 1 | < 0.1% | |
| 3.3827 | 1 | < 0.1% |
X25
Highly correlated
This variable is highly correlated with X10 and should be ignored for analysis
| Correlation | 0.99308 |
|---|
X26
Highly correlated
This variable is highly correlated with X16 and should be ignored for analysis
| Correlation | 0.99997 |
|---|
X27
Numeric
| Distinct count | 3512 |
|---|---|
| Unique (%) | 84.9% |
| Missing (%) | 6.8% |
| Missing (n) | 281 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 582.63 |
|---|---|
| Minimum | -1.5813e+05 |
| Maximum | 5.6594e+05 |
| Zeros (%) | 6.6% |
Quantile statistics
| Minimum | -1.5813e+05 |
|---|---|
| 5-th percentile | -4.4735 |
| Q1 | 0.080167 |
| Median | 0.98687 |
| Q3 | 4.2175 |
| 95-th percentile | 116.27 |
| Maximum | 5.6594e+05 |
| Range | 7.2407e+05 |
| Interquartile range | 4.1373 |
Descriptive statistics
| Standard deviation | 12089 |
|---|---|
| Coef of variation | 20.749 |
| Kurtosis | 1315.3 |
| Mean | 582.63 |
| MAD | 1280.1 |
| Skewness | 30.597 |
| Sum | 2.2466e+06 |
| Variance | 1.4615e+08 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 275 | 6.6% | |
| 0.69937 | 2 | < 0.1% | |
| 27.34 | 2 | < 0.1% | |
| 35.274 | 2 | < 0.1% | |
| 2.9069 | 2 | < 0.1% | |
| 1.397 | 2 | < 0.1% | |
| 0.89081 | 2 | < 0.1% | |
| 0.52761 | 2 | < 0.1% | |
| 878.1 | 2 | < 0.1% | |
| 1.8994 | 2 | < 0.1% | |
| Other values (3501) | 3563 | 86.1% | |
| (Missing) | 281 | 6.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.5813e+05 | 1 | < 0.1% | |
| -85788 | 1 | < 0.1% | |
| -22025 | 1 | < 0.1% | |
| -13975 | 1 | < 0.1% | |
| -10510 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.6594e+05 | 1 | < 0.1% | |
| 2.1488e+05 | 1 | < 0.1% | |
| 1.8601e+05 | 1 | < 0.1% | |
| 1.7038e+05 | 1 | < 0.1% | |
| 1.5812e+05 | 1 | < 0.1% |
X28
Numeric
| Distinct count | 3959 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 80 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.969 |
|---|---|
| Minimum | -1089.7 |
| Maximum | 21701 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -1089.7 |
|---|---|
| 5-th percentile | -0.57283 |
| Q1 | 0.090441 |
| Median | 0.52762 |
| Q3 | 1.6089 |
| 95-th percentile | 11.571 |
| Maximum | 21701 |
| Range | 22791 |
| Interquartile range | 1.5185 |
Descriptive statistics
| Standard deviation | 359.82 |
|---|---|
| Coef of variation | 30.062 |
| Kurtosis | 3273.2 |
| Mean | 11.969 |
| MAD | 21.781 |
| Skewness | 55.222 |
| Sum | 48558 |
| Variance | 1.2947e+05 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0.51557 | 2 | < 0.1% | |
| 11.424 | 2 | < 0.1% | |
| 1.0459 | 2 | < 0.1% | |
| -0.16395 | 2 | < 0.1% | |
| 0.68059 | 2 | < 0.1% | |
| 0.10752 | 2 | < 0.1% | |
| -0.56394 | 2 | < 0.1% | |
| 0.28702 | 2 | < 0.1% | |
| 0.21675 | 2 | < 0.1% | |
| 0.26003 | 2 | < 0.1% | |
| Other values (3948) | 4037 | > 99.9% | |
| (Missing) | 80 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1089.7 | 1 | < 0.1% | |
| -204.55 | 1 | < 0.1% | |
| -132.66 | 1 | < 0.1% | |
| -126.86 | 1 | < 0.1% | |
| -110.69 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21701 | 1 | < 0.1% | |
| 5534 | 1 | < 0.1% | |
| 3535.5 | 1 | < 0.1% | |
| 2249.8 | 1 | < 0.1% | |
| 1181.3 | 1 | < 0.1% |
X29
Numeric
| Distinct count | 3786 |
|---|---|
| Unique (%) | 91.5% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.1492 |
|---|---|
| Minimum | 0.006359 |
| Maximum | 9.6983 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.006359 |
|---|---|
| 5-th percentile | 2.7169 |
| Q1 | 3.6495 |
| Median | 4.1749 |
| Q3 | 4.66 |
| 95-th percentile | 5.474 |
| Maximum | 9.6983 |
| Range | 9.6919 |
| Interquartile range | 1.0105 |
Descriptive statistics
| Standard deviation | 0.83853 |
|---|---|
| Coef of variation | 0.2021 |
| Kurtosis | 1.3858 |
| Mean | 4.1492 |
| MAD | 0.63896 |
| Skewness | -0.17201 |
| Sum | 17153 |
| Variance | 0.70313 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 3.8214 | 4 | < 0.1% | |
| 4.2399 | 3 | < 0.1% | |
| 4.402 | 3 | < 0.1% | |
| 3.8988 | 3 | < 0.1% | |
| 4.3536 | 3 | < 0.1% | |
| 4.8609 | 3 | < 0.1% | |
| 4.2604 | 3 | < 0.1% | |
| 4.9001 | 3 | < 0.1% | |
| 4.0798 | 3 | < 0.1% | |
| 4.225 | 3 | < 0.1% | |
| Other values (3775) | 4103 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.006359 | 1 | < 0.1% | |
| 0.34733 | 1 | < 0.1% | |
| 0.66783 | 1 | < 0.1% | |
| 0.68574 | 1 | < 0.1% | |
| 0.69897 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.6983 | 1 | < 0.1% | |
| 7.6615 | 1 | < 0.1% | |
| 7.4662 | 1 | < 0.1% | |
| 7.2162 | 1 | < 0.1% | |
| 7.1558 | 1 | < 0.1% |
X3
Numeric
| Distinct count | 4008 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1878 |
|---|---|
| Minimum | -72.067 |
| Maximum | 28.336 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -72.067 |
|---|---|
| 5-th percentile | -0.2899 |
| Q1 | 0.045326 |
| Median | 0.21925 |
| Q3 | 0.42134 |
| 95-th percentile | 0.71981 |
| Maximum | 28.336 |
| Range | 100.4 |
| Interquartile range | 0.37601 |
Descriptive statistics
| Standard deviation | 1.3743 |
|---|---|
| Coef of variation | 7.3181 |
| Kurtosis | 1924.1 |
| Mean | 0.1878 |
| MAD | 0.29378 |
| Skewness | -34.267 |
| Sum | 776.36 |
| Variance | 1.8888 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0.5175 | 3 | < 0.1% | |
| 0.19717 | 2 | < 0.1% | |
| 0.77418 | 2 | < 0.1% | |
| 0.41426 | 2 | < 0.1% | |
| 0.33171 | 2 | < 0.1% | |
| 0.17921 | 2 | < 0.1% | |
| 0.41039 | 2 | < 0.1% | |
| -0.12005 | 2 | < 0.1% | |
| 0.50904 | 2 | < 0.1% | |
| 0.36567 | 2 | < 0.1% | |
| Other values (3997) | 4113 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -72.067 | 1 | < 0.1% | |
| -24.662 | 1 | < 0.1% | |
| -7.457 | 1 | < 0.1% | |
| -7.4419 | 1 | < 0.1% | |
| -6.8907 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 28.336 | 1 | < 0.1% | |
| 17.631 | 1 | < 0.1% | |
| 1.3854 | 1 | < 0.1% | |
| 1 | 2 | < 0.1% | |
| 0.99828 | 1 | < 0.1% |
X30
Numeric
| Distinct count | 3992 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0558 |
|---|---|
| Minimum | -23.06 |
| Maximum | 1236.7 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -23.06 |
|---|---|
| 5-th percentile | -0.15497 |
| Q1 | 0.084496 |
| Median | 0.22213 |
| Q3 | 0.40626 |
| 95-th percentile | 1.0572 |
| Maximum | 1236.7 |
| Range | 1259.8 |
| Interquartile range | 0.32176 |
Descriptive statistics
| Standard deviation | 22.765 |
|---|---|
| Coef of variation | 21.561 |
| Kurtosis | 2271.3 |
| Mean | 1.0558 |
| MAD | 1.6261 |
| Skewness | 45.148 |
| Sum | 4368 |
| Variance | 518.25 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0.25678 | 3 | < 0.1% | |
| 0.26849 | 3 | < 0.1% | |
| 0.61245 | 3 | < 0.1% | |
| 0.12269 | 3 | < 0.1% | |
| 0.55517 | 3 | < 0.1% | |
| 0.35199 | 3 | < 0.1% | |
| 0.22728 | 2 | < 0.1% | |
| 0.13946 | 2 | < 0.1% | |
| 0.18964 | 2 | < 0.1% | |
| 0.18119 | 2 | < 0.1% | |
| Other values (3982) | 4111 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -23.06 | 1 | < 0.1% | |
| -16.11 | 1 | < 0.1% | |
| -15.456 | 1 | < 0.1% | |
| -12.117 | 1 | < 0.1% | |
| -8.7266 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1236.7 | 1 | < 0.1% | |
| 656.45 | 1 | < 0.1% | |
| 244.85 | 1 | < 0.1% | |
| 227.98 | 1 | < 0.1% | |
| 149.58 | 1 | < 0.1% |
X31
Highly correlated
This variable is highly correlated with X23 and should be ignored for analysis
| Correlation | 0.98601 |
|---|
X32
Numeric
| Distinct count | 3927 |
|---|---|
| Unique (%) | 94.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 29 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1851.4 |
|---|---|
| Minimum | 0 |
| Maximum | 4.2772e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.994 |
| Q1 | 49.361 |
| Median | 80.261 |
| Q3 | 129.99 |
| 95-th percentile | 312.89 |
| Maximum | 4.2772e+06 |
| Range | 4.2772e+06 |
| Interquartile range | 80.629 |
Descriptive statistics
| Standard deviation | 76208 |
|---|---|
| Coef of variation | 41.163 |
| Kurtosis | 2628.7 |
| Mean | 1851.4 |
| MAD | 3461.5 |
| Skewness | 50.064 |
| Sum | 7.6054e+06 |
| Variance | 5.8077e+09 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 17 | < 0.1% | |
| 100.89 | 3 | < 0.1% | |
| 112.12 | 3 | < 0.1% | |
| 38.514 | 3 | < 0.1% | |
| 90.34 | 3 | < 0.1% | |
| 312.93 | 2 | < 0.1% | |
| 108.04 | 2 | < 0.1% | |
| 62.32 | 2 | < 0.1% | |
| 81.975 | 2 | < 0.1% | |
| 222.19 | 2 | < 0.1% | |
| Other values (3916) | 4069 | > 99.9% | |
| (Missing) | 29 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 17 | < 0.1% | |
| 0.048086 | 1 | < 0.1% | |
| 0.084083 | 1 | < 0.1% | |
| 0.24275 | 1 | < 0.1% | |
| 0.48921 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.2772e+06 | 1 | < 0.1% | |
| 2.3405e+06 | 1 | < 0.1% | |
| 2.4313e+05 | 1 | < 0.1% | |
| 1.8189e+05 | 1 | < 0.1% | |
| 31336 | 1 | < 0.1% |
X33
Highly correlated
This variable is highly correlated with X26 and should be ignored for analysis
| Correlation | 0.97216 |
|---|
X34
Highly correlated
This variable is highly correlated with X33 and should be ignored for analysis
| Correlation | 0.98197 |
|---|
X35
Highly correlated
This variable is highly correlated with X22 and should be ignored for analysis
| Correlation | 0.99986 |
|---|
X36
Highly correlated
This variable is highly correlated with X25 and should be ignored for analysis
| Correlation | 0.90351 |
|---|
X37
Numeric
| Distinct count | 2292 |
|---|---|
| Unique (%) | 55.4% |
| Missing (%) | 43.4% |
| Missing (n) | 1794 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 114.12 |
|---|---|
| Minimum | 0 |
| Maximum | 67922 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.32361 |
| Q1 | 1.245 |
| Median | 3.5173 |
| Q3 | 15.055 |
| 95-th percentile | 215.78 |
| Maximum | 67922 |
| Range | 67922 |
| Interquartile range | 13.81 |
Descriptive statistics
| Standard deviation | 1683.9 |
|---|---|
| Coef of variation | 14.755 |
| Kurtosis | 1262 |
| Mean | 114.12 |
| MAD | 189.54 |
| Skewness | 33.931 |
| Sum | 2.6739e+05 |
| Variance | 2.8355e+06 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 2.4927 | 3 | < 0.1% | |
| 2.9389 | 2 | < 0.1% | |
| 28.015 | 2 | < 0.1% | |
| 3.7586 | 2 | < 0.1% | |
| 3.8479 | 2 | < 0.1% | |
| 1.0112 | 2 | < 0.1% | |
| 119.62 | 2 | < 0.1% | |
| 1.074 | 2 | < 0.1% | |
| 2.1816 | 2 | < 0.1% | |
| 1.1582 | 2 | < 0.1% | |
| Other values (2281) | 2322 | 56.1% | |
| (Missing) | 1794 | 43.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 0.002642 | 1 | < 0.1% | |
| 0.007114 | 1 | < 0.1% | |
| 0.007922 | 1 | < 0.1% | |
| 0.013237 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 67922 | 1 | < 0.1% | |
| 40258 | 1 | < 0.1% | |
| 10024 | 1 | < 0.1% | |
| 9839.6 | 1 | < 0.1% | |
| 4967.1 | 1 | < 0.1% |
X38
Highly correlated
This variable is highly correlated with X36 and should be ignored for analysis
| Correlation | 0.92668 |
|---|
X39
Numeric
| Distinct count | 4006 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.010433 |
|---|---|
| Minimum | -47.047 |
| Maximum | 1.7553 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -47.047 |
|---|---|
| 5-th percentile | -0.14454 |
| Q1 | 0.004776 |
| Median | 0.039709 |
| Q3 | 0.09102 |
| 95-th percentile | 0.21394 |
| Maximum | 1.7553 |
| Range | 48.802 |
| Interquartile range | 0.086244 |
Descriptive statistics
| Standard deviation | 0.82671 |
|---|---|
| Coef of variation | 79.237 |
| Kurtosis | 2565.2 |
| Mean | 0.010433 |
| MAD | 0.11342 |
| Skewness | -46.643 |
| Sum | 43.163 |
| Variance | 0.68346 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 20 | < 0.1% | |
| 0.10358 | 3 | < 0.1% | |
| 2.1e-05 | 3 | < 0.1% | |
| 0.020598 | 3 | < 0.1% | |
| 0.021258 | 2 | < 0.1% | |
| 0.24867 | 2 | < 0.1% | |
| 0.050272 | 2 | < 0.1% | |
| 0.12944 | 2 | < 0.1% | |
| 0.11067 | 2 | < 0.1% | |
| 0.036509 | 2 | < 0.1% | |
| Other values (3996) | 4096 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -47.047 | 1 | < 0.1% | |
| -13.337 | 1 | < 0.1% | |
| -10.351 | 1 | < 0.1% | |
| -8.1356 | 1 | < 0.1% | |
| -5.4891 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.7553 | 1 | < 0.1% | |
| 1.0566 | 1 | < 0.1% | |
| 0.97803 | 1 | < 0.1% | |
| 0.94882 | 1 | < 0.1% | |
| 0.72828 | 1 | < 0.1% |
X4
Highly correlated
This variable is highly correlated with X34 and should be ignored for analysis
| Correlation | 0.97792 |
|---|
X40
Highly correlated
This variable is highly correlated with X4 and should be ignored for analysis
| Correlation | 0.99722 |
|---|
X41
Numeric
| Distinct count | 3959 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 58 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.54229 |
|---|---|
| Minimum | -269.99 |
| Maximum | 488.13 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -269.99 |
|---|---|
| 5-th percentile | -0.28598 |
| Q1 | 0.030605 |
| Median | 0.08912 |
| Q3 | 0.20392 |
| 95-th percentile | 0.90432 |
| Maximum | 488.13 |
| Range | 758.12 |
| Interquartile range | 0.17332 |
Descriptive statistics
| Standard deviation | 13.577 |
|---|---|
| Coef of variation | 25.037 |
| Kurtosis | 780.7 |
| Mean | 0.54229 |
| MAD | 1.313 |
| Skewness | 20.221 |
| Sum | 2212 |
| Variance | 184.35 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 13 | < 0.1% | |
| 0.27005 | 3 | < 0.1% | |
| 0.000557 | 3 | < 0.1% | |
| 0.051905 | 2 | < 0.1% | |
| 0.044445 | 2 | < 0.1% | |
| 0.10543 | 2 | < 0.1% | |
| 0.044294 | 2 | < 0.1% | |
| 0.070728 | 2 | < 0.1% | |
| 0.15614 | 2 | < 0.1% | |
| 0.22885 | 2 | < 0.1% | |
| Other values (3948) | 4046 | > 99.9% | |
| (Missing) | 58 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -269.99 | 1 | < 0.1% | |
| -188.62 | 1 | < 0.1% | |
| -149.03 | 1 | < 0.1% | |
| -40.537 | 1 | < 0.1% | |
| -36.389 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 488.13 | 1 | < 0.1% | |
| 434.02 | 1 | < 0.1% | |
| 271.4 | 1 | < 0.1% | |
| 247.95 | 1 | < 0.1% | |
| 99.423 | 1 | < 0.1% |
X42
Numeric
| Distinct count | 3647 |
|---|---|
| Unique (%) | 88.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.039477 |
|---|---|
| Minimum | -143.52 |
| Maximum | 40.386 |
| Zeros (%) | 9.2% |
Quantile statistics
| Minimum | -143.52 |
|---|---|
| 5-th percentile | -0.12887 |
| Q1 | 2.1e-05 |
| Median | 0.040439 |
| Q3 | 0.090636 |
| 95-th percentile | 0.20615 |
| Maximum | 40.386 |
| Range | 183.91 |
| Interquartile range | 0.090615 |
Descriptive statistics
| Standard deviation | 2.9045 |
|---|---|
| Coef of variation | -73.575 |
| Kurtosis | 1643.7 |
| Mean | -0.039477 |
| MAD | 0.23032 |
| Skewness | -36.224 |
| Sum | -163.32 |
| Variance | 8.4363 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 380 | 9.2% | |
| 0.009926 | 3 | < 0.1% | |
| 2.1e-05 | 3 | < 0.1% | |
| 0.04896 | 3 | < 0.1% | |
| 0.074188 | 3 | < 0.1% | |
| -0.050006 | 2 | < 0.1% | |
| 0.24867 | 2 | < 0.1% | |
| 0.12944 | 2 | < 0.1% | |
| 0.1286 | 2 | < 0.1% | |
| 0.015497 | 2 | < 0.1% | |
| Other values (3637) | 3735 | 90.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -143.52 | 1 | < 0.1% | |
| -83.492 | 1 | < 0.1% | |
| -47.047 | 1 | < 0.1% | |
| -43.98 | 1 | < 0.1% | |
| -22.131 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40.386 | 1 | < 0.1% | |
| 18.088 | 1 | < 0.1% | |
| 3.9427 | 1 | < 0.1% | |
| 2.3615 | 1 | < 0.1% | |
| 2.2609 | 1 | < 0.1% |
X43
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 60-120 days | |
|---|---|
| 120-240 days | |
| 30-60 days | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| 60-120 days | 1845 | 44.6% | |
| 120-240 days | 1400 | 33.8% | |
| 30-60 days | 489 | 11.8% | |
| above 240 days | 265 | 6.4% | |
| less 1 month | 138 | < 0.1% |
| Max length | 14 |
|---|---|
| Mean length | 11.446 |
| Min length | 10 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
X44
Numeric
| Distinct count | 3990 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 104.94 |
|---|---|
| Minimum | -3946.2 |
| Maximum | 40515 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -3946.2 |
|---|---|
| 5-th percentile | 15.571 |
| Q1 | 38.851 |
| Median | 58.485 |
| Q3 | 84.851 |
| 95-th percentile | 163.86 |
| Maximum | 40515 |
| Range | 44461 |
| Interquartile range | 46 |
Descriptive statistics
| Standard deviation | 815.56 |
|---|---|
| Coef of variation | 7.7718 |
| Kurtosis | 1609.5 |
| Mean | 104.94 |
| MAD | 89.971 |
| Skewness | 36.488 |
| Sum | 4.3413e+05 |
| Variance | 6.6513e+05 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 10 | < 0.1% | |
| 50.144 | 3 | < 0.1% | |
| 103.3 | 3 | < 0.1% | |
| 106.73 | 2 | < 0.1% | |
| 50.174 | 2 | < 0.1% | |
| 122.44 | 2 | < 0.1% | |
| 56.762 | 2 | < 0.1% | |
| 56.767 | 2 | < 0.1% | |
| 63.817 | 2 | < 0.1% | |
| 46.866 | 2 | < 0.1% | |
| Other values (3980) | 4107 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -3946.2 | 1 | < 0.1% | |
| 0 | 10 | < 0.1% | |
| 0.27894 | 1 | < 0.1% | |
| 0.33766 | 1 | < 0.1% | |
| 0.34308 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 40515 | 1 | < 0.1% | |
| 21261 | 1 | < 0.1% | |
| 15699 | 1 | < 0.1% | |
| 9891 | 1 | < 0.1% | |
| 7891.6 | 1 | < 0.1% |
X45
Numeric
| Distinct count | 3825 |
|---|---|
| Unique (%) | 92.5% |
| Missing (%) | < 0.1% |
| Missing (n) | 188 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 95.186 |
|---|---|
| Minimum | -530.54 |
| Maximum | 3.6603e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -530.54 |
|---|---|
| 5-th percentile | -1.4042 |
| Q1 | 0.019037 |
| Median | 0.25376 |
| Q3 | 0.81699 |
| 95-th percentile | 4.3485 |
| Maximum | 3.6603e+05 |
| Range | 3.6656e+05 |
| Interquartile range | 0.79795 |
Descriptive statistics
| Standard deviation | 5824.8 |
|---|---|
| Coef of variation | 61.194 |
| Kurtosis | 3948.6 |
| Mean | 95.186 |
| MAD | 188.87 |
| Skewness | 62.836 |
| Sum | 3.7589e+05 |
| Variance | 3.3929e+07 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 29 | < 0.1% | |
| 0.16105 | 3 | < 0.1% | |
| -1.3766 | 2 | < 0.1% | |
| 1.0063 | 2 | < 0.1% | |
| 1.411 | 2 | < 0.1% | |
| 1.9418 | 2 | < 0.1% | |
| 0.51297 | 2 | < 0.1% | |
| 1.9041 | 2 | < 0.1% | |
| 0.13602 | 2 | < 0.1% | |
| 20.486 | 2 | < 0.1% | |
| Other values (3814) | 3901 | 94.3% | |
| (Missing) | 188 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -530.54 | 1 | < 0.1% | |
| -331.32 | 1 | < 0.1% | |
| -253.77 | 1 | < 0.1% | |
| -174.96 | 1 | < 0.1% | |
| -158.37 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.6603e+05 | 1 | < 0.1% | |
| 1526.5 | 1 | < 0.1% | |
| 1254.8 | 1 | < 0.1% | |
| 1015.8 | 1 | < 0.1% | |
| 654.87 | 1 | < 0.1% |
X46
Highly correlated
This variable is highly correlated with X40 and should be ignored for analysis
| Correlation | 0.99719 |
|---|
X47
Numeric
| Distinct count | 3820 |
|---|---|
| Unique (%) | 92.3% |
| Missing (%) | < 0.1% |
| Missing (n) | 24 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 106.9 |
|---|---|
| Minimum | -18.658 |
| Maximum | 1.6236e+05 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -18.658 |
|---|---|
| 5-th percentile | 0.098657 |
| Q1 | 19.614 |
| Median | 41.976 |
| Q3 | 73.669 |
| 95-th percentile | 172.09 |
| Maximum | 1.6236e+05 |
| Range | 1.6238e+05 |
| Interquartile range | 54.055 |
Descriptive statistics
| Standard deviation | 2540.9 |
|---|---|
| Coef of variation | 23.77 |
| Kurtosis | 4046.3 |
| Mean | 106.9 |
| MAD | 117.32 |
| Skewness | 63.371 |
| Sum | 4.3967e+05 |
| Variance | 6.4564e+06 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 185 | < 0.1% | |
| 52.379 | 3 | < 0.1% | |
| 110.95 | 2 | < 0.1% | |
| 43.658 | 2 | < 0.1% | |
| 93.631 | 2 | < 0.1% | |
| 126.64 | 2 | < 0.1% | |
| 12.14 | 2 | < 0.1% | |
| 44.745 | 2 | < 0.1% | |
| 111.01 | 2 | < 0.1% | |
| 4192.3 | 2 | < 0.1% | |
| Other values (3809) | 3909 | 94.5% | |
| (Missing) | 24 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -18.658 | 1 | < 0.1% | |
| -0.034136 | 1 | < 0.1% | |
| 0 | 185 | < 0.1% | |
| 8.5e-05 | 1 | < 0.1% | |
| 0.00076 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.6236e+05 | 1 | < 0.1% | |
| 10100 | 1 | < 0.1% | |
| 4727.4 | 1 | < 0.1% | |
| 4192.3 | 2 | < 0.1% | |
| 3945.2 | 1 | < 0.1% |
X48
Highly correlated
This variable is highly correlated with X35 and should be ignored for analysis
| Correlation | 0.99924 |
|---|
X49
Highly correlated
This variable is highly correlated with X42 and should be ignored for analysis
| Correlation | 0.97398 |
|---|
X5
Numeric
| Distinct count | 4065 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 8 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 36.622 |
|---|---|
| Minimum | -1.0764e+06 |
| Maximum | 1.2501e+06 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -1.0764e+06 |
|---|---|
| 5-th percentile | -201.65 |
| Q1 | -43.29 |
| Median | 0.49219 |
| Q3 | 47.553 |
| 95-th percentile | 200.08 |
| Maximum | 1.2501e+06 |
| Range | 2.3265e+06 |
| Interquartile range | 90.843 |
Descriptive statistics
| Standard deviation | 25719 |
|---|---|
| Coef of variation | 702.3 |
| Kurtosis | 2095.3 |
| Mean | 36.622 |
| MAD | 736.08 |
| Skewness | 10.055 |
| Sum | 1.5121e+05 |
| Variance | 6.6149e+08 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 33.352 | 3 | < 0.1% | |
| 0.17533 | 2 | < 0.1% | |
| 153.91 | 2 | < 0.1% | |
| 618.98 | 2 | < 0.1% | |
| 9.2646 | 2 | < 0.1% | |
| 3.9122 | 2 | < 0.1% | |
| -33.752 | 2 | < 0.1% | |
| 56.377 | 2 | < 0.1% | |
| 127 | 2 | < 0.1% | |
| -103.49 | 2 | < 0.1% | |
| Other values (4054) | 4108 | > 99.9% | |
| (Missing) | 8 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.0764e+06 | 1 | < 0.1% | |
| -69473 | 1 | < 0.1% | |
| -30773 | 1 | < 0.1% | |
| -11127 | 1 | < 0.1% | |
| -9832.4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.2501e+06 | 1 | < 0.1% | |
| 34259 | 1 | < 0.1% | |
| 30669 | 1 | < 0.1% | |
| 20384 | 1 | < 0.1% | |
| 10273 | 1 | < 0.1% |
X50
Highly correlated
This variable is highly correlated with X46 and should be ignored for analysis
| Correlation | 0.99548 |
|---|
X51
Numeric
| Distinct count | 3970 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.42904 |
|---|---|
| Minimum | 0 |
| Maximum | 72.416 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06505 |
| Q1 | 0.18372 |
| Median | 0.32538 |
| Q3 | 0.51537 |
| 95-th percentile | 0.88857 |
| Maximum | 72.416 |
| Range | 72.416 |
| Interquartile range | 0.33165 |
Descriptive statistics
| Standard deviation | 1.2652 |
|---|---|
| Coef of variation | 2.9489 |
| Kurtosis | 2576.2 |
| Mean | 0.42904 |
| MAD | 0.26188 |
| Skewness | 46.833 |
| Sum | 1773.6 |
| Variance | 1.6007 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 14 | < 0.1% | |
| 0.17202 | 3 | < 0.1% | |
| 0.22773 | 3 | < 0.1% | |
| 0.26653 | 3 | < 0.1% | |
| 0.16419 | 3 | < 0.1% | |
| 0.26999 | 2 | < 0.1% | |
| 0.16336 | 2 | < 0.1% | |
| 0.46872 | 2 | < 0.1% | |
| 0.58472 | 2 | < 0.1% | |
| 0.2206 | 2 | < 0.1% | |
| Other values (3959) | 4098 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 14 | < 0.1% | |
| 0.000146 | 1 | < 0.1% | |
| 0.000221 | 1 | < 0.1% | |
| 0.00052 | 1 | < 0.1% | |
| 0.001122 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 72.416 | 1 | < 0.1% | |
| 25.64 | 1 | < 0.1% | |
| 8.457 | 1 | < 0.1% | |
| 8.4419 | 1 | < 0.1% | |
| 7.4845 | 1 | < 0.1% |
X52
Numeric
| Distinct count | 3913 |
|---|---|
| Unique (%) | 94.6% |
| Missing (%) | < 0.1% |
| Missing (n) | 25 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.66353 |
|---|---|
| Minimum | 0 |
| Maximum | 666.11 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.060601 |
| Q1 | 0.13504 |
| Median | 0.21859 |
| Q3 | 0.35503 |
| 95-th percentile | 0.84186 |
| Maximum | 666.11 |
| Range | 666.11 |
| Interquartile range | 0.22 |
Descriptive statistics
| Standard deviation | 13.072 |
|---|---|
| Coef of variation | 19.701 |
| Kurtosis | 2144.9 |
| Mean | 0.66353 |
| MAD | 0.7949 |
| Skewness | 45.602 |
| Sum | 2728.4 |
| Variance | 170.88 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 16 | < 0.1% | |
| 0.10194 | 3 | < 0.1% | |
| 0.20092 | 3 | < 0.1% | |
| 0.24751 | 3 | < 0.1% | |
| 0.1571 | 3 | < 0.1% | |
| 0.27076 | 3 | < 0.1% | |
| 0.24739 | 3 | < 0.1% | |
| 0.26116 | 3 | < 0.1% | |
| 0.21243 | 3 | < 0.1% | |
| 0.24724 | 2 | < 0.1% | |
| Other values (3902) | 4070 | > 99.9% | |
| (Missing) | 25 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 16 | < 0.1% | |
| 0.000132 | 1 | < 0.1% | |
| 0.000651 | 1 | < 0.1% | |
| 0.001328 | 1 | < 0.1% | |
| 0.003231 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 666.11 | 1 | < 0.1% | |
| 498.33 | 1 | < 0.1% | |
| 82.098 | 1 | < 0.1% | |
| 29.882 | 1 | < 0.1% | |
| 28.332 | 1 | < 0.1% |
X53
Numeric
| Distinct count | 3868 |
|---|---|
| Unique (%) | 93.5% |
| Missing (%) | < 0.1% |
| Missing (n) | 80 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.527 |
|---|---|
| Minimum | -1088.7 |
| Maximum | 21702 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -1088.7 |
|---|---|
| 5-th percentile | -0.02607 |
| Q1 | 0.75313 |
| Median | 1.2722 |
| Q3 | 2.3158 |
| 95-th percentile | 11.594 |
| Maximum | 21702 |
| Range | 22791 |
| Interquartile range | 1.5627 |
Descriptive statistics
| Standard deviation | 374.92 |
|---|---|
| Coef of variation | 27.716 |
| Kurtosis | 2824 |
| Mean | 13.527 |
| MAD | 24.045 |
| Skewness | 50.769 |
| Sum | 54881 |
| Variance | 1.4057e+05 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 2.2499 | 4 | < 0.1% | |
| 1.2925 | 3 | < 0.1% | |
| 1.4562 | 3 | < 0.1% | |
| 1.8225 | 3 | < 0.1% | |
| 1.2624 | 3 | < 0.1% | |
| 1.6897 | 3 | < 0.1% | |
| 1.0057 | 3 | < 0.1% | |
| 1.0391 | 3 | < 0.1% | |
| 1.0107 | 3 | < 0.1% | |
| 1.057 | 3 | < 0.1% | |
| Other values (3857) | 4026 | > 99.9% | |
| (Missing) | 80 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1088.7 | 1 | < 0.1% | |
| -414.74 | 1 | < 0.1% | |
| -310.26 | 1 | < 0.1% | |
| -236.2 | 1 | < 0.1% | |
| -203.55 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21702 | 1 | < 0.1% | |
| 8309.6 | 1 | < 0.1% | |
| 3513.1 | 1 | < 0.1% | |
| 2733.9 | 1 | < 0.1% | |
| 2083.8 | 1 | < 0.1% |
X54
Highly correlated
This variable is highly correlated with X53 and should be ignored for analysis
| Correlation | 0.96413 |
|---|
X55
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| above 2000 | |
|---|---|
| negative | |
| 500 to 2000 |
| Value | Count | Frequency (%) | |
| above 2000 | 1998 | 48.3% | |
| negative | 773 | 18.7% | |
| 500 to 2000 | 716 | 17.3% | |
| 0 to 500 | 650 | 15.7% |
| Max length | 11 |
|---|---|
| Mean length | 9.4851 |
| Min length | 8 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
X56
Highly correlated
This variable is highly correlated with X39 and should be ignored for analysis
| Correlation | 0.94428 |
|---|
X57
Numeric
| Distinct count | 3944 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0019267 |
|---|---|
| Minimum | -469.05 |
| Maximum | 87.981 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -469.05 |
|---|---|
| 5-th percentile | -0.48689 |
| Q1 | 0.015565 |
| Median | 0.10896 |
| Q3 | 0.24488 |
| 95-th percentile | 0.7126 |
| Maximum | 87.981 |
| Range | 557.03 |
| Interquartile range | 0.22931 |
Descriptive statistics
| Standard deviation | 7.8032 |
|---|---|
| Coef of variation | 4050 |
| Kurtosis | 3168 |
| Mean | 0.0019267 |
| MAD | 0.59985 |
| Skewness | -52.274 |
| Sum | 7.9651 |
| Variance | 60.889 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 67 | < 0.1% | |
| 0.1581 | 5 | < 0.1% | |
| 0.11219 | 3 | < 0.1% | |
| 0.15943 | 3 | < 0.1% | |
| 0.006221 | 3 | < 0.1% | |
| 0.11327 | 2 | < 0.1% | |
| 0.25063 | 2 | < 0.1% | |
| 0.30683 | 2 | < 0.1% | |
| 0.17299 | 2 | < 0.1% | |
| 0.19008 | 2 | < 0.1% | |
| Other values (3933) | 4043 | > 99.9% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -469.05 | 1 | < 0.1% | |
| -69 | 1 | < 0.1% | |
| -40.399 | 1 | < 0.1% | |
| -38.52 | 1 | < 0.1% | |
| -29.86 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 87.981 | 1 | < 0.1% | |
| 60.177 | 1 | < 0.1% | |
| 58.545 | 1 | < 0.1% | |
| 24.072 | 1 | < 0.1% | |
| 21.793 | 1 | < 0.1% |
X58
Numeric
| Distinct count | 3725 |
|---|---|
| Unique (%) | 90.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.96846 |
|---|---|
| Minimum | -0.032029 |
| Maximum | 47.788 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | -0.032029 |
|---|---|
| 5-th percentile | 0.65001 |
| Q1 | 0.87685 |
| Median | 0.95118 |
| Q3 | 0.99049 |
| 95-th percentile | 1.1429 |
| Maximum | 47.788 |
| Range | 47.82 |
| Interquartile range | 0.11364 |
Descriptive statistics
| Standard deviation | 1.0046 |
|---|---|
| Coef of variation | 1.0373 |
| Kurtosis | 1287.8 |
| Mean | 0.96846 |
| MAD | 0.15159 |
| Skewness | 32.083 |
| Sum | 4006.5 |
| Variance | 1.0092 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 1.054 | 4 | < 0.1% | |
| 1.0107 | 4 | < 0.1% | |
| 1.0115 | 4 | < 0.1% | |
| 1.0046 | 4 | < 0.1% | |
| 0.98218 | 4 | < 0.1% | |
| 0.97768 | 3 | < 0.1% | |
| 0.9502 | 3 | < 0.1% | |
| 0.86847 | 3 | < 0.1% | |
| 1.1072 | 3 | < 0.1% | |
| 0.99887 | 3 | < 0.1% | |
| Other values (3715) | 4102 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.032029 | 1 | < 0.1% | |
| 0 | 2 | < 0.1% | |
| 1e-06 | 1 | < 0.1% | |
| 1.3e-05 | 1 | < 0.1% | |
| 0.000446 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 47.788 | 1 | < 0.1% | |
| 23.248 | 1 | < 0.1% | |
| 22.402 | 1 | < 0.1% | |
| 19.907 | 1 | < 0.1% | |
| 12.738 | 1 | < 0.1% |
X59
Numeric
| Distinct count | 2282 |
|---|---|
| Unique (%) | 55.2% |
| Missing (%) | < 0.1% |
| Missing (n) | 3 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.33342 |
|---|---|
| Minimum | -184.98 |
| Maximum | 308.15 |
| Zeros (%) | 43.3% |
Quantile statistics
| Minimum | -184.98 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.0052925 |
| Q3 | 0.21039 |
| 95-th percentile | 1.4111 |
| Maximum | 308.15 |
| Range | 493.13 |
| Interquartile range | 0.21039 |
Descriptive statistics
| Standard deviation | 6.4985 |
|---|---|
| Coef of variation | 19.49 |
| Kurtosis | 1413.8 |
| Mean | 0.33342 |
| MAD | 0.79195 |
| Skewness | 20.364 |
| Sum | 1378.4 |
| Variance | 42.23 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1793 | 43.3% | |
| 0.00264 | 3 | < 0.1% | |
| 0.071675 | 2 | < 0.1% | |
| 0.002256 | 2 | < 0.1% | |
| 0.05711 | 2 | < 0.1% | |
| 0.68201 | 2 | < 0.1% | |
| 0.42854 | 2 | < 0.1% | |
| 0.005453 | 2 | < 0.1% | |
| 0.01592 | 2 | < 0.1% | |
| 0.21684 | 2 | < 0.1% | |
| Other values (2271) | 2322 | 56.1% | |
| (Missing) | 3 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -184.98 | 1 | < 0.1% | |
| -110.12 | 1 | < 0.1% | |
| -22.118 | 1 | < 0.1% | |
| -20.73 | 1 | < 0.1% | |
| -18.84 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 308.15 | 1 | < 0.1% | |
| 83.095 | 1 | < 0.1% | |
| 82.39 | 1 | < 0.1% | |
| 62.514 | 1 | < 0.1% | |
| 57.922 | 1 | < 0.1% |
X6
Highly correlated
This variable is highly correlated with X24 and should be ignored for analysis
| Correlation | 0.97733 |
|---|
X60
Highly correlated
This variable is highly correlated with X45 and should be ignored for analysis
| Correlation | 0.99997 |
|---|
X61
Numeric
| Distinct count | 3984 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | < 0.1% |
| Missing (n) | 10 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.659 |
|---|---|
| Minimum | -0.092493 |
| Maximum | 1308.5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -0.092493 |
|---|---|
| 5-th percentile | 2.222 |
| Q1 | 4.2896 |
| Median | 6.2254 |
| Q3 | 9.3629 |
| 95-th percentile | 22.76 |
| Maximum | 1308.5 |
| Range | 1308.6 |
| Interquartile range | 5.0732 |
Descriptive statistics
| Standard deviation | 37.886 |
|---|---|
| Coef of variation | 3.5544 |
| Kurtosis | 663.39 |
| Mean | 10.659 |
| MAD | 8.1385 |
| Skewness | 23.25 |
| Sum | 43989 |
| Variance | 1435.4 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 4.3754 | 3 | < 0.1% | |
| 13.983 | 3 | < 0.1% | |
| 5.4596 | 2 | < 0.1% | |
| 6.4298 | 2 | < 0.1% | |
| 7.2746 | 2 | < 0.1% | |
| 11.088 | 2 | < 0.1% | |
| 8.4212 | 2 | < 0.1% | |
| 3.6606 | 2 | < 0.1% | |
| 8.2573 | 2 | < 0.1% | |
| 16.531 | 2 | < 0.1% | |
| Other values (3973) | 4105 | > 99.9% | |
| (Missing) | 10 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -0.092493 | 1 | < 0.1% | |
| 0.009009 | 1 | < 0.1% | |
| 0.017167 | 1 | < 0.1% | |
| 0.023249 | 1 | < 0.1% | |
| 0.036902 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1308.5 | 1 | < 0.1% | |
| 1081 | 1 | < 0.1% | |
| 1063.9 | 1 | < 0.1% | |
| 550 | 1 | < 0.1% | |
| 524.62 | 1 | < 0.1% |
X62
Highly correlated
This variable is highly correlated with X30 and should be ignored for analysis
| Correlation | 0.95303 |
|---|
X63
Highly correlated
This variable is highly correlated with X50 and should be ignored for analysis
| Correlation | 0.96622 |
|---|
X64
Highly correlated
This variable is highly correlated with X54 and should be ignored for analysis
| Correlation | 0.95401 |
|---|
X7
Highly correlated
This variable is highly correlated with X48 and should be ignored for analysis
| Correlation | 0.99674 |
|---|
X8
Highly correlated
This variable is highly correlated with X50 and should be ignored for analysis
| Correlation | 0.9092 |
|---|
X9
Numeric
| Distinct count | 3551 |
|---|---|
| Unique (%) | 85.8% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5849 |
|---|---|
| Minimum | 0.000191 |
| Maximum | 37.807 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.000191 |
|---|---|
| 5-th percentile | 0.59423 |
| Q1 | 1.0153 |
| Median | 1.1393 |
| Q3 | 1.8139 |
| 95-th percentile | 3.4433 |
| Maximum | 37.807 |
| Range | 37.807 |
| Interquartile range | 0.79867 |
Descriptive statistics
| Standard deviation | 1.3688 |
|---|---|
| Coef of variation | 0.86361 |
| Kurtosis | 156.11 |
| Mean | 1.5849 |
| MAD | 0.75832 |
| Skewness | 8.5512 |
| Sum | 6555.3 |
| Variance | 1.8735 |
| Memory size | 32.4 KiB |
| Value | Count | Frequency (%) | |
| 1.0277 | 7 | < 0.1% | |
| 1.0488 | 6 | < 0.1% | |
| 1.0392 | 6 | < 0.1% | |
| 1.1284 | 5 | < 0.1% | |
| 1.023 | 5 | < 0.1% | |
| 1.0227 | 5 | < 0.1% | |
| 1.0008 | 4 | < 0.1% | |
| 1.0117 | 4 | < 0.1% | |
| 1.0155 | 4 | < 0.1% | |
| 1.079 | 4 | < 0.1% | |
| Other values (3540) | 4086 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.000191 | 1 | < 0.1% | |
| 0.000672 | 1 | < 0.1% | |
| 0.000787 | 1 | < 0.1% | |
| 0.001744 | 1 | < 0.1% | |
| 0.002753 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37.807 | 1 | < 0.1% | |
| 22.07 | 1 | < 0.1% | |
| 21.258 | 1 | < 0.1% | |
| 17.923 | 1 | < 0.1% | |
| 14.712 | 1 | < 0.1% |
Matrix
Count
Heatmap
Dendrogram
First rows
| ID | TARGET | X1 | X10 | X11 | X12 | X13 | X14 | X15 | X16 | X17 | X18 | X19 | X2 | X20 | X21 | X22 | X23 | X24 | X25 | X26 | X27 | X28 | X29 | X3 | X30 | X31 | X32 | X33 | X34 | X35 | X36 | X37 | X38 | X39 | X4 | X40 | X41 | X42 | X43 | X44 | X45 | X46 | X47 | X48 | X49 | X5 | X50 | X51 | X52 | X53 | X54 | X55 | X56 | X57 | X58 | X59 | X6 | X60 | X61 | X62 | X63 | X64 | X7 | X8 | X9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | A1 | 0 | 0.004513 | 0.36844 | 0.008017 | 0.013514 | 0.050148 | 0.008017 | 5500.80 | 0.066355 | 1.68570 | 0.008017 | 0.010214 | 0.59322 | 245.86000 | >100% | 0.036506 | 0.005750 | 0.015166 | 0.36844 | 0.060448 | 0.473520 | 0.142290 | 5.0591 | 0.050671 | 0.741440 | 0.010214 | 280.860 | 1.2996 | 0.061539 | 0.036506 | 0.83489 | NaN | 0.36844 | 0.046508 | 1.08540 | 0.022862 | 0.287440 | 0.046508 | above 240 days | 47.247 | 0.008536 | 0.19414 | 250.32000 | 0.005160 | 0.006574 | -233.820 | 1.08540 | 0.59322 | 0.769470 | 1.03460 | 1.0346 | above 2000 | 0.017824 | 0.012250 | 0.98218 | 0.00000 | 0.00903 | 1.4846 | 7.7253 | 275.850 | 1.3232 | 2.2043 | 0.008017 | 0.62108 | 1.01810 |
| 1 | A3 | 0 | 0.009384 | 0.76312 | 0.009530 | 0.043709 | 0.018128 | 0.009530 | 1907.40 | 0.191360 | 4.58630 | 0.009530 | 0.004141 | 0.21804 | 50.55100 | >100% | 0.003118 | 0.004077 | -0.208780 | 0.76312 | 0.190690 | 0.013529 | 2.084500 | 4.0410 | 0.528450 | 0.045065 | 0.004141 | 34.530 | 10.5700 | 0.014301 | 0.003118 | 2.32430 | NaN | 0.76312 | 0.001355 | 3.42360 | 0.579330 | 0.203000 | 0.001355 | 60-120 days | 47.795 | 0.029437 | 1.96160 | 50.48300 | -0.029077 | -0.012633 | 31.312 | 3.42360 | 0.21804 | 0.094603 | 3.01020 | 3.0102 | above 2000 | -0.001349 | 0.012297 | 1.00130 | 0.00000 | -0.21350 | 7.2205 | 7.6368 | 34.577 | 10.5560 | 9.0793 | 0.009530 | 3.49980 | 0.99865 |
| 2 | A4 | 0 | -0.029314 | 0.10418 | 0.043386 | -0.064661 | 0.011436 | -0.034399 | 22635.00 | 0.016126 | 1.11630 | -0.034399 | -0.027232 | 0.89582 | 74.69000 | >100% | 0.043386 | -0.023206 | 0.088491 | 0.10082 | 0.021801 | 0.557760 | 0.055059 | 4.9213 | 0.024423 | 0.684030 | -0.003435 | 159.460 | 2.2890 | 1.359300 | 0.045474 | 1.26320 | 0.83213 | 0.46220 | 0.035999 | 1.04590 | 0.075340 | 0.323760 | 0.034346 | 120-240 days | 74.503 | -0.113410 | 0.56002 | 77.47900 | -0.005459 | -0.004322 | -74.655 | 0.62112 | 0.53199 | 0.436870 | 0.23485 | 1.0420 | above 2000 | 0.035999 | -0.281400 | 1.02720 | 3.43670 | 0.00000 | 4.8869 | 4.8991 | 153.720 | 2.3745 | 2.8477 | -0.034399 | 0.11629 | 1.26320 |
| 3 | A6 | 0 | -0.201010 | -0.14049 | -0.045718 | -0.176250 | -0.027829 | -0.201010 | -2070.90 | -0.176250 | 0.87682 | -0.201010 | -0.027829 | 1.14050 | 21.41300 | >100% | -0.053155 | -0.027829 | -0.485150 | -1.14030 | -0.176250 | -0.342290 | -2.499200 | 1.9514 | -0.234190 | 0.157900 | -0.027829 | 57.341 | 6.3654 | 6.365400 | -0.036715 | 7.22300 | NaN | -0.14049 | -0.005083 | 0.79466 | 0.160050 | -0.715200 | -0.007359 | 30-60 days | 15.161 | -0.474370 | 0.42311 | 21.30500 | -0.053155 | -0.007359 | -41.678 | 0.79466 | 1.14050 | 0.157100 | -1.49920 | -1.4992 | negative | -0.005083 | 1.430800 | 1.02780 | 0.00000 | -1.54010 | 17.0460 | 24.0750 | 57.632 | 6.3333 | 77.0810 | -0.201010 | -0.12318 | 7.22300 |
| 4 | A7 | 0 | 0.094373 | 0.75147 | 0.157420 | 0.502440 | 0.095275 | 0.124870 | 726.46 | 0.502440 | 4.02360 | 0.124870 | 0.095275 | 0.24853 | 50.05900 | >100% | 0.145450 | 0.072005 | 0.721230 | 0.64916 | 0.379720 | 4.468100 | 9.492800 | 2.6891 | 0.679850 | -0.305300 | 0.095335 | 79.427 | 4.5954 | 4.595400 | 0.168540 | 1.31060 | NaN | 0.75147 | 0.128590 | 3.73550 | 2.623900 | 0.056957 | 0.110980 | 60-120 days | 26.877 | 0.525020 | 3.01220 | 57.44600 | 0.145450 | 0.110980 | 156.550 | 3.73550 | 0.24853 | 0.217610 | 10.49300 | 10.4930 | 0 to 500 | 0.128590 | 0.125590 | 0.90613 | 0.00000 | 0.00000 | 7.2914 | 13.5800 | 69.214 | 5.2735 | 18.3010 | 0.124870 | 3.02360 | 1.31060 |
| 5 | A8 | 0 | 0.182780 | 0.63876 | 0.182780 | 0.756120 | 0.070899 | 0.182780 | 650.71 | 0.560920 | 2.76830 | 0.182780 | 0.063955 | 0.36124 | 31.96300 | >100% | 0.000000 | 0.063955 | 0.404360 | 0.47134 | 0.560920 | 0.000000 | 3.883900 | 2.7517 | 0.603010 | -0.013921 | 0.142970 | 38.615 | 9.4522 | 6.325400 | 0.006843 | 2.85800 | 4.97460 | 0.75826 | 0.002394 | 3.49450 | 1.683500 | 0.606750 | 0.000000 | 30-60 days | 23.946 | 0.730340 | 2.45920 | 39.97800 | -0.019846 | -0.006944 | 55.116 | 2.33850 | 0.24174 | 0.105800 | 4.11420 | 4.8839 | 0 to 500 | 0.200500 | 0.286150 | 0.79974 | 0.18708 | 0.00000 | 11.4200 | 15.2420 | 30.873 | 11.8230 | 18.4080 | 0.182780 | 1.76830 | 2.85800 |
| 6 | A9 | 0 | 0.090554 | 0.21558 | 0.123270 | 0.244010 | 0.055156 | 0.123270 | 1875.40 | 0.194630 | 1.29700 | 0.123270 | 0.045309 | 0.77101 | 0.87749 | >100% | 0.185590 | 0.033284 | 0.337890 | 0.21558 | 0.152190 | 0.731620 | 0.139420 | 4.3536 | 0.060546 | 0.229700 | 0.045309 | 72.690 | 5.0213 | 0.240710 | 0.185590 | 2.72740 | 2.10360 | 0.48140 | 0.068215 | 1.11990 | 0.554940 | 0.119350 | 0.068215 | 30-60 days | 37.409 | 13.845000 | 1.10690 | 0.94113 | 0.158800 | 0.058368 | -11.513 | 0.73375 | 0.50518 | 0.199150 | 0.49641 | 1.1085 | 500 to 2000 | 0.067620 | 0.420050 | 0.93238 | 1.23310 | 0.26502 | 415.9600 | 9.7569 | 67.775 | 5.3855 | 6.2648 | 0.123270 | 0.27961 | 1.07250 |
| 7 | A11 | 0 | 0.061997 | 0.63947 | 0.083926 | 0.399460 | 0.066630 | 0.071758 | 1158.20 | 0.315140 | 2.77370 | 0.071758 | 0.042082 | 0.36053 | 53.14200 | >100% | 0.096063 | 0.036358 | 0.085650 | 0.60447 | 0.288070 | 7.894500 | 0.607540 | 3.3132 | 0.310040 | 0.188520 | 0.048541 | 41.697 | 8.7537 | 4.361700 | 0.132700 | 1.70520 | 1.78270 | 0.77489 | 0.077823 | 2.72590 | 0.263080 | 0.087132 | 0.056336 | 60-120 days | 41.558 | 0.249720 | 1.34390 | 57.62700 | 0.054203 | 0.031787 | 12.601 | 1.35820 | 0.17964 | 0.114240 | 1.25310 | 1.5184 | 500 to 2000 | 0.077823 | 0.096950 | 0.95813 | 0.21176 | 0.00000 | 6.8683 | 8.7829 | 38.452 | 9.4924 | 3.3414 | 0.071758 | 1.77370 | 1.70520 |
| 8 | A12 | 0 | 0.196660 | 0.81783 | 0.196890 | 1.079600 | 0.193220 | 0.196660 | 255.84 | 1.426700 | 5.48950 | 0.196660 | 0.146210 | 0.18217 | 8.28180 | >100% | 0.190550 | 0.146210 | 0.433890 | 0.81682 | 1.426700 | 825.580000 | 0.964580 | 3.8550 | 0.401540 | 0.013929 | 0.146240 | 58.071 | 6.2854 | 6.285400 | 0.200090 | 1.34510 | NaN | 0.81783 | 0.148760 | 3.20430 | 0.901730 | 0.023927 | 0.141660 | 60-120 days | 105.540 | 6.443900 | 3.03670 | 9.72900 | 0.127310 | 0.094652 | 123.200 | 3.20430 | 0.18217 | 0.159100 | 1.96460 | 1.9646 | above 2000 | 0.148760 | 0.240470 | 0.85470 | 0.00000 | 0.00000 | 44.0730 | 3.4584 | 49.433 | 7.3838 | 3.2311 | 0.196660 | 4.48950 | 1.34510 |
| 9 | A14 | 0 | -0.021644 | 0.26214 | -0.037796 | -0.135280 | 0.022854 | -0.037796 | 16912.00 | 0.021582 | 1.38540 | -0.037796 | -0.055447 | 0.72183 | 104.12000 | >100% | 0.003810 | -0.031751 | -0.146700 | 0.26214 | 0.043959 | 0.056185 | 0.135660 | 4.7752 | 0.086082 | 1.035000 | -0.055447 | 150.400 | 2.4268 | 0.005278 | 0.003810 | 0.68634 | 0.38655 | 0.70458 | 0.005589 | 1.30810 | 0.074326 | 0.415000 | 0.005589 | 120-240 days | 80.456 | -0.111300 | 0.61212 | 104.68000 | -0.049565 | -0.072712 | -65.043 | 0.50632 | 0.27939 | 0.412070 | 0.41314 | 1.1104 | above 2000 | 0.005329 | -0.082563 | 0.99467 | 1.68770 | -0.11944 | 3.5055 | 4.5366 | 149.600 | 2.4398 | 1.0743 | -0.037796 | 0.36317 | 1.00540 |
Last rows
| ID | TARGET | X1 | X10 | X11 | X12 | X13 | X14 | X15 | X16 | X17 | X18 | X19 | X2 | X20 | X21 | X22 | X23 | X24 | X25 | X26 | X27 | X28 | X29 | X3 | X30 | X31 | X32 | X33 | X34 | X35 | X36 | X37 | X38 | X39 | X4 | X40 | X41 | X42 | X43 | X44 | X45 | X46 | X47 | X48 | X49 | X5 | X50 | X51 | X52 | X53 | X54 | X55 | X56 | X57 | X58 | X59 | X6 | X60 | X61 | X62 | X63 | X64 | X7 | X8 | X9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4127 | A5898 | 0 | 0.023928 | 0.20115 | 0.023928 | 0.030222 | 0.016994 | 0.023928 | 5827.200 | 0.062637 | 1.2630 | 0.023928 | 0.008199 | 0.791740 | 15.417 | >100% | 0.044121 | 0.008199 | 0.114450 | 0.201150 | 0.062637 | 0.153460 | 2.402400 | 4.6851 | 0.147050 | 0.24044 | 0.008199 | 100.510 | 3.6315 | 0.055727 | 0.044121 | 2.9222 | NaN | 0.20115 | 0.015119 | 1.18570 | 0.114180 | 0.373000 | 0.015119 | 60-120 days | 90.696 | 0.194120 | 1.03000 | 15.648 | 0.018456 | 0.006325 | 2.9638 | 1.18570 | 0.791740 | 0.275370 | 3.28630 | 3.28630 | above 2000 | 0.014751 | 0.118960 | 0.985250 | 0.00000 | 0.114450 | 23.6750 | 4.0245 | 99.0280 | 3.6858 | 47.6760 | 0.023928 | 0.25406 | 1.0150 |
| 4128 | A5899 | 0 | 0.040521 | 0.44549 | 0.049460 | 0.266410 | 0.079027 | 0.049460 | 1730.900 | 0.210880 | 1.8233 | 0.049460 | 0.033795 | 0.548460 | 26.550 | >100% | 0.084388 | 0.027687 | 0.109810 | 0.445490 | 0.194580 | 0.632110 | 0.473880 | 4.3839 | 0.261830 | 0.26419 | 0.033795 | 50.758 | 7.1910 | 0.153860 | 0.084388 | 1.4659 | 0.93996 | 0.80830 | 0.057661 | 2.41030 | 0.889360 | 0.119740 | 0.057661 | 60-120 days | 43.873 | 0.380640 | 1.83690 | 29.105 | 0.018190 | 0.012429 | 43.1500 | 0.81589 | 0.185650 | 0.139060 | 0.80629 | 1.46290 | above 2000 | 0.087804 | 0.090957 | 0.912200 | 0.81440 | 0.083014 | 13.7480 | 8.3194 | 46.3010 | 7.8832 | 2.6488 | 0.049460 | 0.81226 | 1.0963 |
| 4129 | A5900 | 0 | 0.108960 | 0.36589 | 0.136420 | 0.273790 | 0.203010 | 0.136420 | 1026.400 | 0.355620 | 1.8043 | 0.136420 | 0.140510 | 0.554240 | 64.019 | >100% | 0.149580 | 0.112220 | 0.230410 | 0.365890 | 0.306070 | 1.799300 | -0.123850 | 5.9827 | -0.070923 | 0.54218 | 0.140510 | 218.760 | 1.6685 | 0.269890 | 0.149580 | 1.0199 | 4.59220 | 0.42187 | 0.154070 | 0.85766 | 0.124860 | 0.086662 | 0.154070 | 120-240 days | 73.247 | 0.639840 | 0.51589 | 74.765 | 0.088904 | 0.091568 | -128.7300 | 0.77104 | 0.498270 | 0.599340 | 0.63894 | 0.73668 | negative | 0.143730 | 0.297790 | 0.856270 | 0.15299 | 0.208630 | 5.7014 | 4.9831 | 187.3200 | 1.9486 | 1.6954 | 0.136420 | 0.66017 | 1.1679 |
| 4130 | A5901 | 0 | 0.281290 | 0.87964 | 0.282830 | 2.337000 | 0.201840 | 0.281290 | 139.380 | 2.618800 | 8.3083 | 0.281290 | 0.180120 | 0.120360 | 53.368 | >100% | 0.282270 | 0.180120 | 0.904810 | 0.127740 | 2.618800 | 182.690000 | 0.929250 | 3.8041 | 0.423690 | 0.06254 | 0.181110 | 34.357 | 10.6240 | 10.624000 | 0.282940 | 1.5617 | NaN | 0.87964 | 0.181180 | 4.52010 | 0.209060 | 0.012689 | 0.180750 | 120-240 days | 67.911 | 1.231900 | 2.62310 | 65.176 | 0.248360 | 0.159040 | 55.7850 | 4.52010 | 0.120360 | 0.094128 | 1.92920 | 1.92920 | above 2000 | 0.181180 | 0.319780 | 0.819950 | 0.00000 | 0.000000 | 6.8394 | 5.3747 | 28.1320 | 12.9750 | 3.4251 | 0.281290 | 7.30830 | 1.5617 |
| 4131 | A5903 | 0 | 1.267700 | 0.95596 | 1.267700 | 28.783000 | 0.636640 | 1.267700 | 12.681 | 28.783000 | 22.7040 | 1.267700 | 0.636640 | 0.044044 | 0.000 | >100% | 0.000000 | 0.636640 | 0.403020 | -0.430830 | 28.783000 | NaN | 2.511800 | 2.1590 | 0.683740 | -0.24485 | 1.273300 | NaN | 0.0000 | 0.000000 | 0.000042 | 1.9913 | NaN | 0.95596 | 0.000021 | 16.52400 | 12.070000 | NaN | 0.000000 | 30-60 days | 35.956 | NaN | 16.52400 | NaN | 0.000000 | 0.000000 | NaN | 16.52400 | 0.044044 | NaN | 3.51180 | 3.51180 | 0 to 500 | 1.000000 | 1.326100 | 0.000773 | 0.00000 | -1.698600 | NaN | 10.1510 | 8.0733 | 45.2110 | 7.3152 | 1.267700 | 21.70400 | 1.9913 |
| 4132 | A5904 | 0 | -0.272230 | 0.67211 | -0.271940 | -0.830230 | -0.152570 | -0.272230 | -585.450 | -0.623450 | 3.0498 | -0.272230 | -0.203170 | 0.327890 | 68.255 | <75% | -0.272010 | -0.203170 | NaN | -0.941190 | -0.623450 | -965.260000 | 3.846600 | 2.9099 | 0.533430 | 0.15109 | -0.203160 | 74.254 | 4.9156 | 4.915600 | -0.271910 | 1.3399 | NaN | 0.67211 | -0.202940 | 2.62680 | 0.397640 | -0.053521 | -0.203020 | 120-240 days | 130.860 | -1.086500 | 1.86270 | 56.740 | -0.339810 | -0.253620 | 64.8080 | 2.62680 | 0.327890 | 0.203440 | 4.84660 | 4.84660 | 0 to 500 | -0.202940 | -0.405030 | 1.203200 | 0.00000 | -1.024100 | 5.3476 | 2.7891 | 89.3230 | 4.0863 | 9.6618 | -0.272230 | 2.04980 | 1.3399 |
| 4133 | A5905 | 0 | 0.059593 | 0.32136 | 0.059593 | 0.142950 | 0.142540 | 0.059593 | 1481.300 | 0.246400 | 1.5174 | 0.059593 | 0.052308 | 0.659040 | 43.639 | 80%-90% | 0.088347 | 0.052308 | 0.112900 | 0.321360 | 0.246400 | 0.851960 | 0.093115 | 5.0690 | 0.049671 | 0.52110 | 0.052308 | 146.740 | 2.4874 | 0.134050 | 0.088347 | 1.1425 | 1.36430 | 0.56350 | 0.077546 | 1.11910 | 0.177990 | 0.113360 | 0.077546 | 120-240 days | 82.065 | 0.437510 | 0.79242 | 47.944 | -0.014449 | -0.012683 | -36.7580 | 0.70795 | 0.416890 | 0.402030 | 0.60244 | 1.05640 | above 2000 | 0.089790 | 0.185440 | 0.910210 | 0.75349 | 0.110680 | 8.3641 | 4.4477 | 133.5600 | 2.7328 | 2.1357 | 0.059593 | 0.48762 | 1.0986 |
| 4134 | A5907 | 0 | 0.007439 | 0.15149 | 0.090638 | 0.035186 | 0.022522 | 0.016560 | 7317.200 | 0.049882 | 1.1785 | 0.016560 | 0.008812 | 0.848510 | 32.882 | 90%-100% | 0.088273 | 0.003958 | 0.125760 | 0.124460 | 0.039133 | 1.191600 | 0.237530 | 3.8692 | 0.101600 | 0.41725 | 0.017876 | 95.445 | 3.8242 | 2.121200 | 0.079473 | 1.8793 | 1.19950 | 0.48741 | 0.042288 | 1.21590 | 0.163980 | 0.248020 | 0.046971 | 60-120 days | 63.270 | 0.043938 | 0.85615 | 34.334 | 0.062508 | 0.033261 | -16.3380 | 0.67442 | 0.470650 | 0.261490 | 0.35416 | 1.13950 | 500 to 2000 | 0.042288 | 0.049105 | 0.991250 | 2.21740 | 0.117020 | 11.1000 | 5.7689 | 91.4090 | 3.9931 | 4.3936 | 0.016560 | 0.17854 | 1.8793 |
| 4135 | A5908 | 0 | 0.006652 | 0.37455 | 0.044273 | 0.028506 | 0.029811 | 0.016661 | 3868.500 | 0.094352 | 1.5988 | 0.016661 | 0.008417 | 0.625450 | 84.883 | >100% | 0.044263 | 0.003360 | NaN | 0.252070 | 0.078349 | 1.603000 | 0.544790 | 3.8783 | 0.146540 | 0.30759 | 0.017185 | 110.590 | 3.3004 | 3.084200 | 0.050544 | 1.9796 | 6.74570 | 0.41467 | 0.025533 | 1.25070 | 0.076052 | 0.240700 | 0.022360 | 120-240 days | 41.709 | 0.014449 | 0.46307 | 87.107 | 0.001911 | 0.000965 | -65.2040 | 1.16880 | 0.584480 | 0.302990 | 1.39250 | 1.54160 | 500 to 2000 | 0.025533 | 0.017759 | 0.991590 | 0.10712 | 0.000000 | 4.3001 | 8.7512 | 107.7700 | 3.3869 | 7.3594 | 0.016661 | 0.59885 | 1.9796 |
| 4136 | A5910 | 0 | 0.007223 | 0.36696 | 0.057523 | 0.011409 | 0.020958 | 0.007223 | 6584.800 | 0.055431 | 1.5797 | 0.007223 | 0.004314 | 0.633040 | 72.001 | >100% | 0.002262 | 0.004314 | -0.037752 | -0.001844 | 0.055431 | 0.044975 | -0.210630 | 3.6341 | -0.097917 | 0.37798 | 0.008169 | 137.330 | 2.6578 | 2.657800 | -0.008212 | 1.6743 | NaN | 0.36696 | -0.004905 | 0.84532 | 0.001758 | 0.700350 | 0.001351 | 60-120 days | 44.418 | 0.021869 | 0.32361 | 71.649 | -0.025605 | -0.015293 | -93.3600 | 0.84532 | 0.633040 | 0.376260 | 0.78937 | 0.78937 | negative | -0.004905 | 0.019682 | 0.995850 | 0.00000 | -0.129800 | 5.0694 | 8.2175 | 138.0100 | 2.6448 | 3.6015 | 0.007223 | 0.57967 | 1.6743 |